Dynamic and Stochastic Multi-Project Planning
Language: English
Published by Palgrave Macmillan, 2015
Series: Book 116 of 126 - Lecture Notes in Economics and Mathematical Systems
- Softcover
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Zustand: Sehr gut | Sprache: Englisch | Produktart: Bücher | This book deals with dynamic and stochastic methods for multi-project planning. Based on the idea of using queueing networks for the analysis of dynamic-stochastic multi-project environments this book addresses two problems: detailed scheduling of project activities, and integrated order acceptance and capacity planning. In an extensive simulation study, the book thoroughly investigates existing scheduling policies. To obtain optimal and near optimal scheduling policies new models and algorithms are proposed based on the theory of Markov decision processes and Approximate Dynamic programming. Then the book presents a new model for the effective computation of optimal policies based on a Markov decision process. Finally, the book provides insights into the structure of optimal policies.
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- Title
- Dynamic and Stochastic Multi-Project Planning
- Author
- Melchiors, Philipp
- Publisher
- Palgrave Macmillan
- Publication year
- 2015
- Condition
- Sehr gut
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 3319045393
- ISBN 13
- 9783319045399
- Series
- Book 116 of 126: Lecture Notes in Economics and Mathematical Systems
- Seller catalogs
- Bücher
This book deals with dynamic and stochastic methods for multi-project planning. Based on the idea of using queueing networks for the analysis of dynamic-stochastic multi-project environments this book addresses two problems: detailed scheduling of project activities, and integrated order acceptance and capacity planning. In an extensive simulation study, the book thoroughly investigates existing scheduling policies. To obtain optimal and near optimal scheduling policies new models and algorithms are proposed based on the theory of Markov decision processes and Approximate Dynamic programming. Then the book presents a new model for the effective computation of optimal policies based on a Markov decision process. Finally, the book provides insights into the structure of optimal policies.
"Synopsis" may belong to another edition of this title.
About the Author
Philipp Melchiors is a consultant for an Operations Research focused consulting company. Prior to his current position he worked as research and teaching assistant at the TUM School of Management, Technische Universität München. During this time he wrote his Ph.D. thesis on "Dynamic and stochastic multi-project planning".
"About the title" may belong to another edition of this title.
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| Item | 60 to 60 business days | 60 to 60 business days |
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